Taxi travel time based Geographically Weighted Regression Model (GWR) for modeling public housing prices in Singapore

Taxi travel time based Geographically Weighted Regression Model (GWR) for modeling public housing prices in Singapore

In this research, a taxi travel time based Geographically Weighted Regression model (GWR) is proposed and utilized to model the public housing price in the case study of Singapore. In addition, a comparison between the proposed taxi data driven GWR and other models, such as ordinary least squares mo...

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Bibliographic Details
Main Authors: WANG, Yi’an, CAI, Fangyi, CHENG, Shih-Fen, WU, Bo, CAO, Kai
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
Subjects:
Hedonic model
GWR
Public housing prices
Taxi travel time
Computer Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/7708
https://ink.library.smu.edu.sg/context/sis_research/article/8711/viewcontent/Taxi_travel_time_based_Geographically_Weighted_Regression_Model_GWR_for_modeling_public_housing_prices_in_Singapore.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/7708
https://ink.library.smu.edu.sg/context/sis_research/article/8711/viewcontent/Taxi_travel_time_based_Geographically_Weighted_Regression_Model_GWR_for_modeling_public_housing_prices_in_Singapore.pdf

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